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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is deep learning and how is it used for image recognition?
RELATED INTERVIEW QUESTIONS
How would you apply cross-validation techniques in a deep learning model?
What are the challenges in analyzing big data, and how do you mitigate them?
How do you apply data smoothing techniques for time-series forecasting?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
How do you deal with large-scale, unstructured data in text analytics?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
What are the differences between deep learning and ensemble methods in predictive analytics?
What is gradient boosting and why is it more effective than traditional decision trees?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
How do you assess the trade-off between bias and variance in a machine learning model, and what strategies can you use to balance them?
What is the purpose of a ROC curve in model evaluation?
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
What are the main differences between batch processing and real-time processing in data analytics?
How do you evaluate the effectiveness of a recommendation system?
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